Uniform Manifold Approximation and Projection (UMAP) is a dimension reduction technique that can be used for visualisation similarly to t- SNE, but also for general non-linear dimension reduction. The algorithm is founded on three assumptions about the data: I will show you how to install umap-learn on Ubuntu 22.04 in this guide.
- OS: Ubuntu 22.04 or older Ubuntu versions
- Privileges: Verify that you can execute the sudo commands line.
Install umap-learn Ubuntu 22.04
umap-learn is one of the popular ways on Ubuntu now so that this tutorial will show you some ways to install it. Choose the one that you think is easy and you can follow.
Install umap-learn using APT
This is a popular method for installing Ubuntu packages since it’s simple to understand, even if you’re new to Linux. Following these steps to get umap-learn on your Ubuntu 22.04.
Step 1: Update the APT database to download new packages from Ubuntu. Opening the terminal and executing this Linux command:
Step 2: Start the package installation on Ubuntu 22.04. After updating the system, you can install umap-learn Ubuntu by pasting this command into the terminal and pressing
Install umap-learn using Aptitude
Aptitude allows users to view a list of available packages and manage package installation, upgrade, and removal. If you haven’t already installed it on Ubuntu, run this command to do so.
Then, you can now install umap-learn, just following these steps:
Step 1: Update the APT database to fetch new packages from Ubuntu. Opening the terminal and executing the following Linux command:
Step 2: Start the package installation on Ubuntu 22.04. After updating, you can install umap-learn Ubuntu by pasting this command into the terminal and pressing
Uninstall umap-learn on Ubuntu 22.04
Have you ever thought about how difficult it is to uninstall an application from Ubuntu? You are mistaken; anyone can easily uninstall any program, not just a package.
This command can be used to uninstall umap-learn from Ubuntu 22.04 if it was installed using APT or Aptitude.
To uninstall umap-learn and remove its data and dependencies, you can also use the following command:
In this guide, I showed you ways to install umap-learn on Ubuntu 22.04 and ways to uninstall umap-learn too. Please do not hesitate to contact me if you require any assistance. I’m delighted to respond to them.